• Developing smart algorithms (machine learning) and applying signal analysis to wearable sensor readouts for fetal health monitoring• Creating various guided user interfaces (e.g. visualization tools) along with automation and sensor assessment scripts • Investigated means of scaling up sensor fabrication

My PhD dissertation focused on developing an automated platform for the detection of drug-induced cardiotoxicity using human stem cell-derived cardiomyocytes with machine learning (Khine group).• Analyzed cardiomyocyte behavior with optical flow and machine learning• Developed biomimetic materials with surface modification techniques for high-throughput cellular assays• Derived spatial information of 3D cardiac organoids with non-invasive brightfield techniquesOther scientific projects included the application of machine learning and statistical procedures to pediatric exercise physiology study (intensity interval training exercises) for the discovery of new fitness biomarkers and metrics in children. Also involved in the correlation of physiological readouts from wearable sensors to current standard devices.

A Hundred Tiny Hands is an outreach initiative to empower young children with hands on Science, Technology, Engineering, and Mathematics toys that teach modern science concepts.• Invent 3 original toy products with products currently on the Amazon Marketplace• Crowd-funded over $54k on Kickstarter for production costs• Successfully manufactured production runs

• Managed and served as point of contact for institute’s R13 Conference Support Grant portfolio • Developed analytical tools to evaluate the effectiveness and usage of training and research grants• Assisted in the management of the scientific program portfolio of the F, K, and T grant mechanism• Organized and planned events for the 2012 NIBIB Training Grantees Meeting.

GentleMed LLC developed the AccuEye, a medical device that allows patients to easily apply opthalmic medications in a gentle and an accurate manner.• Start-up company was spun out from Johns Hopkins University• Initially co-led a team of seven students through the first year of design, prototyping, and proof-of-concept • Technology was tech-transferred to the Johns Hopkins Technology Transfer in 2011

• Managed the day-to-day activities for medical educational content and events such as advisory boards for Eliquis (Apixaban), an anticoagulant developed by Pfizer Inc. & Bristol-Myers Squibb• Other roles have included internal medical presentation of point of care devices and research for alternative

Summer intern in the Chemical Biological Radiological Nuclear Explosives Division (2008,2009)• Research and product development for a biological threat spore lyser component• Conducted fatigue and stress testing; encased components in exterior covering• Developed, tested, and optimized protocol for sample preparation• Assisted in manufacturing details and fluidic tuning in Block II of Bio-Watch program

• Undergraduate researcher in F.M. Kirby Research Center for Functional Brain Imaging• Analysis and data process of MRI images for the study of the relationship between cerebral blood flow in sickle cell patients and silent cerebral infarcts

• Undergraduate and high school researcher in the Zhang group (Department of Pathology)• Research on comprehending asbestos’s cytogenotoxic effect on mesothelial cells at the proteomic level• in silico study of determining specific binding sites for an anticancer (squamous cell carcinoma) agent • Project was a finalist in the Chemistry Category at the International Science Engineering Fair